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Effect of Five Driver’s Behavior Characteristics on Car-Following Safety
Driver’s behavior characteristics (DBCs) influence car-following safety. Therefore, this paper aimed to analyze the effect of different DBCs on the car-following safety based on the desired safety margin (DSM) car-following model, which includes five DBC parameters. Based on the Monte Carlo simulati...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9819397/ https://www.ncbi.nlm.nih.gov/pubmed/36612392 http://dx.doi.org/10.3390/ijerph20010076 |
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author | Zhang, Junjie Yang, Can Zhang, Jun Ji, Haojie |
author_facet | Zhang, Junjie Yang, Can Zhang, Jun Ji, Haojie |
author_sort | Zhang, Junjie |
collection | PubMed |
description | Driver’s behavior characteristics (DBCs) influence car-following safety. Therefore, this paper aimed to analyze the effect of different DBCs on the car-following safety based on the desired safety margin (DSM) car-following model, which includes five DBC parameters. Based on the Monte Carlo simulation method, the effect of DBCs on car-following safety is investigated under a given rear-end collision (RECs) condition. We find that larger subjective risk perception levels can reduce RECs, a smaller acceleration sensitivity (or a larger deceleration sensitivity) can improve car-following safety, and a faster reaction ability of the driver can avoid RECs in the car-following process. It implies that DBCs would cause a traffic wave in the car-following process. Therefore, a reasonable value of DBCs can enhance traffic flow stability, and a traffic control strategy can improve car-following safety by using the adjustment of DBCs. |
format | Online Article Text |
id | pubmed-9819397 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-98193972023-01-07 Effect of Five Driver’s Behavior Characteristics on Car-Following Safety Zhang, Junjie Yang, Can Zhang, Jun Ji, Haojie Int J Environ Res Public Health Article Driver’s behavior characteristics (DBCs) influence car-following safety. Therefore, this paper aimed to analyze the effect of different DBCs on the car-following safety based on the desired safety margin (DSM) car-following model, which includes five DBC parameters. Based on the Monte Carlo simulation method, the effect of DBCs on car-following safety is investigated under a given rear-end collision (RECs) condition. We find that larger subjective risk perception levels can reduce RECs, a smaller acceleration sensitivity (or a larger deceleration sensitivity) can improve car-following safety, and a faster reaction ability of the driver can avoid RECs in the car-following process. It implies that DBCs would cause a traffic wave in the car-following process. Therefore, a reasonable value of DBCs can enhance traffic flow stability, and a traffic control strategy can improve car-following safety by using the adjustment of DBCs. MDPI 2022-12-21 /pmc/articles/PMC9819397/ /pubmed/36612392 http://dx.doi.org/10.3390/ijerph20010076 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zhang, Junjie Yang, Can Zhang, Jun Ji, Haojie Effect of Five Driver’s Behavior Characteristics on Car-Following Safety |
title | Effect of Five Driver’s Behavior Characteristics on Car-Following Safety |
title_full | Effect of Five Driver’s Behavior Characteristics on Car-Following Safety |
title_fullStr | Effect of Five Driver’s Behavior Characteristics on Car-Following Safety |
title_full_unstemmed | Effect of Five Driver’s Behavior Characteristics on Car-Following Safety |
title_short | Effect of Five Driver’s Behavior Characteristics on Car-Following Safety |
title_sort | effect of five driver’s behavior characteristics on car-following safety |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9819397/ https://www.ncbi.nlm.nih.gov/pubmed/36612392 http://dx.doi.org/10.3390/ijerph20010076 |
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